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09/16/2023
X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs
Understanding when two pieces of text convey the same information is a g...
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05/29/2023
A Method for Studying Semantic Construal in Grammatical Constructions with Interpretable Contextual Embedding Spaces
We study semantic construal in grammatical constructions using large lan...
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12/05/2022
POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events
Knowledge about outcomes is critical for complex event understanding but...
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06/29/2022
longhorns at DADC 2022: How many linguists does it take to fool a Question Answering model? A systematic approach to adversarial attacks
Developing methods to adversarially challenge NLP systems is a promising...
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04/09/2021
Did they answer? Subjective acts and intents in conversational discourse
Discourse signals are often implicit, leaving it up to the interpreter t...
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10/06/2020
Help! Need Advice on Identifying Advice
Humans use language to accomplish a wide variety of tasks - asking for a...
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09/16/2020
How to marry a star: probabilistic constraints for meaning in context
In this paper, we derive a notion of word meaning in context from Fillmo...
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08/17/2020
Narrative Interpolation for Generating and Understanding Stories
We propose a method for controlled narrative/story generation where we a...
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11/11/2019
Attending to Entities for Better Text Understanding
Recent progress in NLP witnessed the development of large-scale pre-trai...
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09/15/2019
Query-Focused Scenario Construction
The news coverage of events often contains not one but multiple incompat...
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06/04/2019
Evaluating Discourse in Structured Text Representations
Discourse structure is integral to understanding a text and is helpful i...
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04/14/2019
From News to Medical: Cross-domain Discourse Segmentation
The first step in discourse analysis involves dividing a text into segme...
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11/08/2018
Implicit Argument Prediction as Reading Comprehension
Implicit arguments, which cannot be detected solely through syntactic cu...
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10/31/2018
Picking Apart Story Salads
During natural disasters and conflicts, information about what happened ...
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04/02/2018
Modeling Semantic Plausibility by Injecting World Knowledge
Distributional data tells us that a man can swallow candy, but not that ...
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02/20/2018
Implicit Argument Prediction with Event Knowledge
Implicit arguments are not syntactically connected to their predicates, ...
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04/14/2017
Distributional Modeling on a Diet: One-shot Word Learning from Text Only
We test whether distributional models can do one-shot learning of defini...
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05/18/2016